model compression

UniCompress: Token Compression for Unified Vision-Language Understanding and Generation CVPR 2026 Universal Neural Architecture Space: Covering ConvNets, Transformers and Everything in Between WACV 2026 Unveiling AI Safety in Fine-tuning Quantized Model AAAI 2026 UQ-ViT: Harmonizing Extreme Activations with Hardware-Friendly Uniform Quantization in Vision Transformers AAAI 2026 VLM-PTQ: Efficient Post-Training Quantization for Large Vision-Language Models CVPR 2026 1+1>2: A Synergistic Sparse and Low-Rank Compression Method for Large Language Models EMNLP 2025 500xCompressor: Generalized Prompt Compression for Large Language Models ACL 2025 A2ATS: Retrieval-Based KV Cache Reduction via Windowed Rotary Position Embedding and Query-Aware Vector Quantization ACL 2025 AAIG at GenAI Detection Task 1: Exploring Syntactically-Aware, Resource-Efficient Small Autoregressive Decoders for AI Content Detection COLING 2025 ABQ-LLM: Arbitrary-Bit Quantized Inference Acceleration for Large Language Models AAAI 2025 ACAM-KD: Adaptive and Cooperative Attention Masking for Knowledge Distillation ICCV 2025 Accelerate 3D Object Detection Models via Zero-Shot Attention Key Pruning ICCV 2025 Accelerating Dense LLMs via L0-regularized Mixture-of-Experts ACL 2025 Accessing Vision Foundation Models via ImageNet-1K ICLR 2025 Accurate Sublayer Pruning for Large Language Models by Exploiting Latency and Tunability Information IJCAI 2025 Achieving Lightweight Super-Resolution for Real-Time Computer Graphics AAAI 2025 A Compact Model for Mathematics Problem Representations Distilled from BERT AAAI 2025 Active Data Curation Effectively Distills Large-Scale Multimodal Models CVPR 2025 Adaptive Calibration: A Unified Conversion Framework of Spiking Neural Networks AAAI 2025 Adaptive Computation Modules: Granular Conditional Computation for Efficient Inference AAAI 2025 Adaptive Dual Guidance Knowledge Distillation AAAI 2025 Adaptive Rank Allocation: Speeding Up Modern Transformers with RaNA Adapters ICLR 2025 AdaptMerge: Inference Time Adaptive Visual and Language-Guided Token Merging for Efficient Large Multimodal Models EMNLP 2025 AdaSkip: Adaptive Sublayer Skipping for Accelerating Long-Context LLM Inference AAAI 2025 AdMiT: Adaptive Multi-Source Tuning in Dynamic Environments CVPR 2025